DEVELOPMENT... OpenML
Run
182572

Run 182572

Task 4544 (Supervised Classification) JapaneseVowels Uploaded 25-02-2015 by Felicia West
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Flow

weka.SimpleCart(3)Leo Breiman, Jerome H. Friedman, Richard A. Olshen, Charles J. Stone (1984). Classification and Regression Trees. Wadsworth International Group, Belmont, California.
weka.SimpleCart(3)_M2.0
weka.SimpleCart(3)_N5
weka.SimpleCart(3)_C1.0
weka.SimpleCart(3)_S1

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

model
Model readable

A human-readable description of the model that was built.

model
Model serialized

A serialized description of the model that can be read by the tool that generated it.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

22 Evaluation measures

Area under ROC curve
0.9638
Per class
F measure
0.9725
Per class
Kappa
0.8983
KB relative information score
85422.2791
Mean absolute error
0.0353
Mean prior absolute error
0.2716
Number of instances
99610
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.9724
Per class
Predictive accuracy
0.9725
Prior entropy
0.6393
Recall
0.9725
Per class
Relative absolute error
0.13
Root mean prior squared error
0.3685
Root mean squared error
0.1603
Root relative squared error
0.435
SciMark benchmark
1318.1432
UserCPU time millis
1650
UserCPU time millis training
1650